{"id":"W4409772527","doi":"10.53941/ijamm.2025.100009","title":"Experimental Study on the Deflagration to Detonation Transition of Hydrogen Mixture under Elevated Pressure and Temperature Conditions","year":2025,"lang":"en","type":"article","venue":"International Journal of Automotive Manufacturing and Materials","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deflagration to detonation transition; Deflagration; Thermodynamics; Detonation; Materials science; Hydrogen; Mechanics; Chemistry; Explosive material; Physics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002914265,0.0003365743,0.0002838628,0.0002506614,0.0005411975,0.0002477161,0.0003751182,0.000484877,0.001790226],"category_scores_gemma":[0.0004471818,0.0002435714,0.0002071095,0.0004337541,0.0004259097,0.000370813,0.0002972177,0.0006628901,0.000212259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953181,"about_ca_system_score_gemma":0.0001790992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009779922,"about_ca_topic_score_gemma":0.001201492,"domain_scores_codex":[0.9996116,0.0000265956,0.00001963048,0.0001002294,0.000187516,0.00005444576],"domain_scores_gemma":[0.9997637,0.00007699176,0.00005030944,0.00002872207,0.00006331158,0.00001699931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001421907,0.00002346121,0.0004183746,0.00006588651,0.000003649454,0.0001338329,0.0001434313,0.0001555619,0.9972811,0.00008768818,0.00003895952,0.001505848],"study_design_scores_gemma":[0.00001115404,0.0003585707,0.004342995,0.000005076381,0.000007689464,0.0001159589,0.00007839709,0.0009162364,0.9933032,0.00002521507,0.0008245381,0.00001094312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961713,0.000495443,0.001932978,0.00003559611,0.00001627,0.000024854,0.0001603568,0.00004134627,0.001121812],"genre_scores_gemma":[0.9957788,0.0004190276,0.002691717,0.00002329668,0.00001107541,0.00002804649,0.0001460961,0.00001712473,0.0008848466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001790226,"threshold_uncertainty_score":0.005988896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008291201303505575,"score_gpt":0.2637872667157881,"score_spread":0.2554960654122825,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}